Implementation of Lambda Architecture: A Restaurant Recommender System over Apache Mesos

Advanced Information Networking and Applications (AINA)

2017 IEEE 31st International Conference

A Lambda Architecture at DC/OS, using Spark, Spark Streaming, Kafka, Hadoop HDFS.

We use Apache Mesos to manage the cluster automatically instead of manually setting up the cluster, which can allocate cluster resources dynamically and scale up or down easily. Deploying Lambda architecture on Mesos has the advantage of resource sharing and fault tolerance.

This is my implementing of Lambda Architecture using these Frameworks.

I also created an iOS App for recommender system. User rate and comment to the store, these data will save in our server.